Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 13510 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.8 MiB |
| Average record size in memory | 217.0 B |
Variable types
| Numeric | 12 |
|---|---|
| Categorical | 15 |
| Boolean | 1 |
city has a high cardinality: 177 distinct values | High cardinality |
fireplace has a high cardinality: 71 distinct values | High cardinality |
parking has a high cardinality: 272 distinct values | High cardinality |
sewer has a high cardinality: 88 distinct values | High cardinality |
water has a high cardinality: 74 distinct values | High cardinality |
app has a high cardinality: 145 distinct values | High cardinality |
heating has a high cardinality: 90 distinct values | High cardinality |
cooling has a high cardinality: 116 distinct values | High cardinality |
materials has a high cardinality: 161 distinct values | High cardinality |
roof has a high cardinality: 286 distinct values | High cardinality |
interior has a high cardinality: 448 distinct values | High cardinality |
price is highly overall correlated with bath and 1 other fields | High correlation |
lat is highly overall correlated with state | High correlation |
long is highly overall correlated with state and 1 other fields | High correlation |
bath is highly overall correlated with price and 2 other fields | High correlation |
bed is highly overall correlated with bath and 1 other fields | High correlation |
living is highly overall correlated with price and 2 other fields | High correlation |
covered is highly overall correlated with garage and 1 other fields | High correlation |
garage is highly overall correlated with covered and 1 other fields | High correlation |
total_spaces is highly overall correlated with covered and 1 other fields | High correlation |
add_attr is highly overall correlated with state and 2 other fields | High correlation |
state is highly overall correlated with lat and 2 other fields | High correlation |
sewer is highly overall correlated with add_attr | High correlation |
water is highly overall correlated with long and 1 other fields | High correlation |
status is highly imbalanced (67.3%) | Imbalance |
fireplace is highly imbalanced (60.8%) | Imbalance |
subtype is highly imbalanced (74.7%) | Imbalance |
sewer is highly imbalanced (63.3%) | Imbalance |
water is highly imbalanced (57.5%) | Imbalance |
heating is highly imbalanced (52.4%) | Imbalance |
roof is highly imbalanced (60.7%) | Imbalance |
foundation is highly imbalanced (53.3%) | Imbalance |
covered is highly skewed (γ1 = 106.680655) | Skewed |
garage is highly skewed (γ1 = 87.84361272) | Skewed |
total_spaces is highly skewed (γ1 = 64.10821512) | Skewed |
year is highly skewed (γ1 = 34.18662349) | Skewed |
Reproduction
| Analysis started | 2023-02-11 18:47:47.580947 |
|---|---|
| Analysis finished | 2023-02-11 18:48:41.999115 |
| Duration | 54.42 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
price
Real number (ℝ)
| Distinct | 2726 |
|---|---|
| Distinct (%) | 20.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1242986.5 |
| Minimum | 0 |
|---|---|
| Maximum | 1.65 × 108 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 105.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 168500 |
| Q1 | 309900 |
| median | 510000 |
| Q3 | 980000 |
| 95-th percentile | 3590947.7 |
| Maximum | 1.65 × 108 |
| Range | 1.65 × 108 |
| Interquartile range (IQR) | 670100 |
Descriptive statistics
| Standard deviation | 4077021.9 |
|---|---|
| Coefficient of variation (CV) | 3.280021 |
| Kurtosis | 510.66836 |
| Mean | 1242986.5 |
| Median Absolute Deviation (MAD) | 245075 |
| Skewness | 18.067013 |
| Sum | 1.6792748 × 1010 |
| Variance | 1.6622108 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 350000 | 119 | 0.9% |
| 299900 | 86 | 0.6% |
| 325000 | 85 | 0.6% |
| 650000 | 81 | 0.6% |
| 399900 | 80 | 0.6% |
| 375000 | 79 | 0.6% |
| 450000 | 78 | 0.6% |
| 399000 | 74 | 0.5% |
| 300000 | 74 | 0.5% |
| 275000 | 73 | 0.5% |
| Other values (2716) | 12681 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 700 | 1 | |
| 19900 | 1 | |
| 30000 | 2 | |
| 32900 | 1 | |
| 35000 | 1 | |
| 35700 | 1 | |
| 38900 | 1 | |
| 39900 | 1 | |
| 40000 | 1 |
| Value | Count | Frequency (%) |
| 165000000 | 1 | |
| 150000000 | 1 | |
| 139000000 | 1 | |
| 87000000 | 1 | |
| 85000000 | 1 | |
| 77000000 | 1 | |
| 69000000 | 1 | |
| 65000000 | 2 | |
| 63000000 | 1 | |
| 59995000 | 1 |
status
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 105.7 KiB |
| House for sale | |
|---|---|
| Active | |
| New construction | 579 |
| New | 170 |
| Foreclosure | 68 |
| Other values (4) | 107 |
Length
| Max length | 16 |
|---|---|
| Median length | 14 |
| Mean length | 12.813027 |
| Min length | 3 |
Characters and Unicode
| Total characters | 173104 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | House for sale |
|---|---|
| 2nd row | House for sale |
| 3rd row | House for sale |
| 4th row | House for sale |
| 5th row | House for sale |
Common Values
| Value | Count | Frequency (%) |
| House for sale | 10734 | |
| Active | 1852 | 13.7% |
| New construction | 579 | 4.3% |
| New | 170 | 1.3% |
| Foreclosure | 68 | 0.5% |
| Price Change | 48 | 0.4% |
| Coming soon | 45 | 0.3% |
| Auction | 9 | 0.1% |
| Re-activated | 5 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| house | 10734 | |
| for | 10734 | |
| sale | 10734 | |
| active | 1852 | 5.2% |
| new | 749 | 2.1% |
| construction | 579 | 1.6% |
| foreclosure | 68 | 0.2% |
| price | 48 | 0.1% |
| change | 48 | 0.1% |
| coming | 45 | 0.1% |
| Other values (3) | 59 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 24311 | |
| o | 22906 | |
| s | 22160 | |
| 22140 | ||
| r | 11497 | |
| u | 11390 | |
| l | 10802 | |
| a | 10792 | |
| H | 10734 | |
| f | 10734 | |
| Other values (17) | 15638 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 137401 | |
| Space Separator | 22140 | 12.8% |
| Uppercase Letter | 13558 | 7.8% |
| Dash Punctuation | 5 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 24311 | |
| o | 22906 | |
| s | 22160 | |
| r | 11497 | |
| u | 11390 | |
| l | 10802 | |
| a | 10792 | |
| f | 10734 | |
| c | 3140 | 2.3% |
| t | 3029 | 2.2% |
| Other values (8) | 6640 | 4.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 10734 | |
| A | 1861 | 13.7% |
| N | 749 | 5.5% |
| C | 93 | 0.7% |
| F | 68 | 0.5% |
| P | 48 | 0.4% |
| R | 5 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 22140 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 5 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 150959 | |
| Common | 22145 | 12.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 24311 | |
| o | 22906 | |
| s | 22160 | |
| r | 11497 | |
| u | 11390 | |
| l | 10802 | |
| a | 10792 | |
| H | 10734 | |
| f | 10734 | |
| c | 3140 | 2.1% |
| Other values (15) | 12493 |
Common
| Value | Count | Frequency (%) |
| 22140 | ||
| - | 5 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 173104 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 24311 | |
| o | 22906 | |
| s | 22160 | |
| 22140 | ||
| r | 11497 | |
| u | 11390 | |
| l | 10802 | |
| a | 10792 | |
| H | 10734 | |
| f | 10734 | |
| Other values (17) | 15638 |
add_attr
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.3 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 10330 | |
| False | 3180 | 23.5% |
city
Categorical
| Distinct | 177 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 105.7 KiB |
| Dallas | 764 |
|---|---|
| Philadelphia | 751 |
| Chicago | 751 |
| Jacksonville | 749 |
| Indianapolis | 747 |
| Other values (172) |
Length
| Max length | 20 |
|---|---|
| Median length | 18 |
| Mean length | 9.0812731 |
| Min length | 4 |
Characters and Unicode
| Total characters | 122688 |
|---|---|
| Distinct characters | 50 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 43 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | South Ozone Park |
|---|---|
| 2nd row | Jamaica |
| 3rd row | Staten Island |
| 4th row | Flushing |
| 5th row | Brooklyn |
Common Values
| Value | Count | Frequency (%) |
| Dallas | 764 | 5.7% |
| Philadelphia | 751 | 5.6% |
| Chicago | 751 | 5.6% |
| Jacksonville | 749 | 5.5% |
| Indianapolis | 747 | 5.5% |
| San Antonio | 720 | 5.3% |
| Charlotte | 718 | 5.3% |
| Fort Worth | 714 | 5.3% |
| Houston | 708 | 5.2% |
| Columbus | 687 | 5.1% |
| Other values (167) | 6201 |
Length
| Value | Count | Frequency (%) |
| san | 2046 | 11.8% |
| dallas | 764 | 4.4% |
| jacksonville | 753 | 4.3% |
| philadelphia | 751 | 4.3% |
| chicago | 751 | 4.3% |
| indianapolis | 747 | 4.3% |
| antonio | 720 | 4.1% |
| charlotte | 718 | 4.1% |
| fort | 714 | 4.1% |
| worth | 714 | 4.1% |
| Other values (193) | 8725 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 11990 | 9.8% |
| o | 11717 | 9.6% |
| n | 10731 | 8.7% |
| l | 9795 | 8.0% |
| i | 8923 | 7.3% |
| e | 8099 | 6.6% |
| s | 6932 | 5.7% |
| t | 6587 | 5.4% |
| h | 5431 | 4.4% |
| r | 3919 | 3.2% |
| Other values (40) | 38564 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 101372 | |
| Uppercase Letter | 17423 | 14.2% |
| Space Separator | 3893 | 3.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 11990 | |
| o | 11717 | |
| n | 10731 | |
| l | 9795 | |
| i | 8923 | |
| e | 8099 | |
| s | 6932 | |
| t | 6587 | 6.5% |
| h | 5431 | 5.4% |
| r | 3919 | 3.9% |
| Other values (15) | 17248 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 2688 | |
| C | 2283 | |
| D | 2064 | |
| P | 1551 | |
| A | 1487 | |
| J | 1174 | |
| F | 1157 | |
| W | 1132 | |
| H | 997 | 5.7% |
| I | 944 | 5.4% |
| Other values (14) | 1946 |
Space Separator
| Value | Count | Frequency (%) |
| 3893 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 118795 | |
| Common | 3893 | 3.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 11990 | 10.1% |
| o | 11717 | 9.9% |
| n | 10731 | 9.0% |
| l | 9795 | 8.2% |
| i | 8923 | 7.5% |
| e | 8099 | 6.8% |
| s | 6932 | 5.8% |
| t | 6587 | 5.5% |
| h | 5431 | 4.6% |
| r | 3919 | 3.3% |
| Other values (39) | 34671 |
Common
| Value | Count | Frequency (%) |
| 3893 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 122688 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 11990 | 9.8% |
| o | 11717 | 9.6% |
| n | 10731 | 8.7% |
| l | 9795 | 8.0% |
| i | 8923 | 7.3% |
| e | 8099 | 6.6% |
| s | 6932 | 5.7% |
| t | 6587 | 5.4% |
| h | 5431 | 4.4% |
| r | 3919 | 3.2% |
| Other values (40) | 38564 |
state
Categorical
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 105.7 KiB |
| TX | |
|---|---|
| CA | |
| AZ | |
| OH | |
| FL | |
| Other values (9) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 27020 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NY |
|---|---|
| 2nd row | NY |
| 3rd row | NY |
| 4th row | NY |
| 5th row | NY |
Common Values
| Value | Count | Frequency (%) |
| TX | 3437 | |
| CA | 2152 | |
| AZ | 772 | 5.7% |
| OH | 766 | 5.7% |
| FL | 756 | 5.6% |
| IN | 754 | 5.6% |
| IL | 752 | 5.6% |
| PA | 751 | 5.6% |
| NC | 730 | 5.4% |
| NY | 721 | 5.3% |
| Other values (4) | 1919 |
Length
| Value | Count | Frequency (%) |
| tx | 3437 | |
| ca | 2152 | |
| az | 772 | 5.7% |
| oh | 766 | 5.7% |
| fl | 756 | 5.6% |
| in | 754 | 5.6% |
| il | 752 | 5.6% |
| pa | 751 | 5.6% |
| nc | 730 | 5.4% |
| ny | 721 | 5.3% |
| Other values (4) | 1919 |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 4125 | |
| A | 3995 | |
| C | 3793 | |
| X | 3437 | |
| N | 2893 | |
| L | 1508 | 5.6% |
| I | 1506 | 5.6% |
| O | 1365 | 5.1% |
| Z | 772 | 2.9% |
| H | 766 | 2.8% |
| Other values (5) | 2860 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 27020 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 4125 | |
| A | 3995 | |
| C | 3793 | |
| X | 3437 | |
| N | 2893 | |
| L | 1508 | 5.6% |
| I | 1506 | 5.6% |
| O | 1365 | 5.1% |
| Z | 772 | 2.9% |
| H | 766 | 2.8% |
| Other values (5) | 2860 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 27020 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| T | 4125 | |
| A | 3995 | |
| C | 3793 | |
| X | 3437 | |
| N | 2893 | |
| L | 1508 | 5.6% |
| I | 1506 | 5.6% |
| O | 1365 | 5.1% |
| Z | 772 | 2.9% |
| H | 766 | 2.8% |
| Other values (5) | 2860 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 27020 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| T | 4125 | |
| A | 3995 | |
| C | 3793 | |
| X | 3437 | |
| N | 2893 | |
| L | 1508 | 5.6% |
| I | 1506 | 5.6% |
| O | 1365 | 5.1% |
| Z | 772 | 2.9% |
| H | 766 | 2.8% |
| Other values (5) | 2860 |
lat
Real number (ℝ)
| Distinct | 13383 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.791818 |
| Minimum | 0 |
|---|---|
| Maximum | 47.733967 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 105.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 29.609097 |
| Q1 | 32.743026 |
| median | 35.164196 |
| Q3 | 39.885906 |
| 95-th percentile | 41.906206 |
| Maximum | 47.733967 |
| Range | 47.733967 |
| Interquartile range (IQR) | 7.1428803 |
Descriptive statistics
| Standard deviation | 4.4114308 |
|---|---|
| Coefficient of variation (CV) | 0.12325249 |
| Kurtosis | -0.33799972 |
| Mean | 35.791818 |
| Median Absolute Deviation (MAD) | 4.587078 |
| Skewness | 0.28773032 |
| Sum | 483547.46 |
| Variance | 19.460721 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40.015083 | 3 | < 0.1% |
| 39.95425 | 2 | < 0.1% |
| 32.97955 | 2 | < 0.1% |
| 41.95046 | 2 | < 0.1% |
| 36.124767 | 2 | < 0.1% |
| 34.040268 | 2 | < 0.1% |
| 39.94218 | 2 | < 0.1% |
| 37.73284 | 2 | < 0.1% |
| 39.734142 | 2 | < 0.1% |
| 39.76294 | 2 | < 0.1% |
| Other values (13373) | 13489 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 29.138699 | 1 | |
| 29.1487 | 1 | |
| 29.166689 | 1 | |
| 29.198627 | 1 | |
| 29.245447 | 1 | |
| 29.268686 | 1 | |
| 29.270285 | 1 | |
| 29.275421 | 1 | |
| 29.28695 | 1 |
| Value | Count | Frequency (%) |
| 47.733967 | 1 | |
| 47.733162 | 1 | |
| 47.732807 | 1 | |
| 47.731823 | 1 | |
| 47.73067 | 1 | |
| 47.72927 | 1 | |
| 47.72821 | 1 | |
| 47.72813 | 1 | |
| 47.72619 | 1 | |
| 47.7254 | 1 |
long
Real number (ℝ)
| Distinct | 13341 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -95.262188 |
| Minimum | -122.50857 |
|---|---|
| Maximum | 0 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 13509 |
| Negative (%) | > 99.9% |
| Memory size | 105.7 KiB |
Quantile statistics
| Minimum | -122.50857 |
|---|---|
| 5-th percentile | -121.94487 |
| Q1 | -105.02284 |
| median | -95.506082 |
| Q3 | -82.921524 |
| 95-th percentile | -74.160715 |
| Maximum | 0 |
| Range | 122.50857 |
| Interquartile range (IQR) | 22.101311 |
Descriptive statistics
| Standard deviation | 15.052261 |
|---|---|
| Coefficient of variation (CV) | -0.15800877 |
| Kurtosis | -0.92719424 |
| Mean | -95.262188 |
| Median Absolute Deviation (MAD) | 12.542309 |
| Skewness | -0.38028838 |
| Sum | -1286992.2 |
| Variance | 226.57056 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -86.00916 | 2 | < 0.1% |
| -83.07756 | 2 | < 0.1% |
| -87.72052 | 2 | < 0.1% |
| -117.143074 | 2 | < 0.1% |
| -80.83985 | 2 | < 0.1% |
| -97.333595 | 2 | < 0.1% |
| -73.85052 | 2 | < 0.1% |
| -95.50236 | 2 | < 0.1% |
| -104.96717 | 2 | < 0.1% |
| -86.66064 | 2 | < 0.1% |
| Other values (13331) | 13490 |
| Value | Count | Frequency (%) |
| -122.508575 | 1 | |
| -122.50841 | 1 | |
| -122.50772 | 1 | |
| -122.50759 | 1 | |
| -122.50677 | 1 | |
| -122.50636 | 1 | |
| -122.50594 | 1 | |
| -122.505615 | 1 | |
| -122.50462 | 1 | |
| -122.50259 | 1 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| -73.702156 | 1 | |
| -73.7041 | 1 | |
| -73.704544 | 1 | |
| -73.70573 | 1 | |
| -73.70951 | 1 | |
| -73.71235 | 1 | |
| -73.7136 | 1 | |
| -73.7185 | 1 | |
| -73.719795 | 1 |
bath
Real number (ℝ)
| Distinct | 23 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.8907476 |
| Minimum | 1 |
|---|---|
| Maximum | 27 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 105.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 27 |
| Range | 26 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.6398857 |
|---|---|
| Coefficient of variation (CV) | 0.56728776 |
| Kurtosis | 19.134064 |
| Mean | 2.8907476 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.0045684 |
| Sum | 39054 |
| Variance | 2.6892252 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 5124 | |
| 3 | 3935 | |
| 4 | 1650 | 12.2% |
| 1 | 1424 | 10.5% |
| 5 | 590 | 4.4% |
| 6 | 308 | 2.3% |
| 7 | 195 | 1.4% |
| 8 | 110 | 0.8% |
| 9 | 65 | 0.5% |
| 10 | 35 | 0.3% |
| Other values (13) | 74 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 1424 | 10.5% |
| 2 | 5124 | |
| 3 | 3935 | |
| 4 | 1650 | 12.2% |
| 5 | 590 | 4.4% |
| 6 | 308 | 2.3% |
| 7 | 195 | 1.4% |
| 8 | 110 | 0.8% |
| 9 | 65 | 0.5% |
| 10 | 35 | 0.3% |
| Value | Count | Frequency (%) |
| 27 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 18 | 3 | < 0.1% |
| 17 | 3 | < 0.1% |
| 16 | 2 | < 0.1% |
| 15 | 4 | |
| 14 | 8 |
bed
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6632124 |
| Minimum | 1 |
|---|---|
| Maximum | 17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 105.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 17 |
| Range | 16 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.1093722 |
|---|---|
| Coefficient of variation (CV) | 0.30284135 |
| Kurtosis | 7.1839472 |
| Mean | 3.6632124 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.5120431 |
| Sum | 49490 |
| Variance | 1.2307067 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 5600 | |
| 4 | 4441 | |
| 5 | 1586 | 11.7% |
| 2 | 1089 | 8.1% |
| 6 | 485 | 3.6% |
| 7 | 135 | 1.0% |
| 1 | 76 | 0.6% |
| 8 | 55 | 0.4% |
| 9 | 19 | 0.1% |
| 10 | 9 | 0.1% |
| Other values (4) | 15 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 76 | 0.6% |
| 2 | 1089 | 8.1% |
| 3 | 5600 | |
| 4 | 4441 | |
| 5 | 1586 | 11.7% |
| 6 | 485 | 3.6% |
| 7 | 135 | 1.0% |
| 8 | 55 | 0.4% |
| 9 | 19 | 0.1% |
| 10 | 9 | 0.1% |
| Value | Count | Frequency (%) |
| 17 | 1 | < 0.1% |
| 14 | 3 | < 0.1% |
| 12 | 6 | < 0.1% |
| 11 | 5 | < 0.1% |
| 10 | 9 | 0.1% |
| 9 | 19 | 0.1% |
| 8 | 55 | 0.4% |
| 7 | 135 | 1.0% |
| 6 | 485 | 3.6% |
| 5 | 1586 |
living
Real number (ℝ)
| Distinct | 3983 |
|---|---|
| Distinct (%) | 29.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2449.4537 |
| Minimum | 1 |
|---|---|
| Maximum | 56500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 105.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 983 |
| Q1 | 1440 |
| median | 1986.5 |
| Q3 | 2766 |
| 95-th percentile | 5350.65 |
| Maximum | 56500 |
| Range | 56499 |
| Interquartile range (IQR) | 1326 |
Descriptive statistics
| Standard deviation | 1975.3209 |
|---|---|
| Coefficient of variation (CV) | 0.80643323 |
| Kurtosis | 89.682313 |
| Mean | 2449.4537 |
| Median Absolute Deviation (MAD) | 617.5 |
| Skewness | 6.4488085 |
| Sum | 33092120 |
| Variance | 3901892.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1200 | 61 | 0.5% |
| 1800 | 43 | 0.3% |
| 2000 | 41 | 0.3% |
| 3000 | 39 | 0.3% |
| 1600 | 38 | 0.3% |
| 1500 | 37 | 0.3% |
| 1440 | 37 | 0.3% |
| 2200 | 35 | 0.3% |
| 2100 | 34 | 0.3% |
| 2400 | 33 | 0.2% |
| Other values (3973) | 13112 |
| Value | Count | Frequency (%) |
| 1 | 2 | |
| 300 | 1 | < 0.1% |
| 311 | 1 | < 0.1% |
| 392 | 1 | < 0.1% |
| 400 | 1 | < 0.1% |
| 480 | 1 | < 0.1% |
| 490 | 1 | < 0.1% |
| 500 | 1 | < 0.1% |
| 504 | 3 | |
| 512 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 56500 | 1 | |
| 38000 | 1 | |
| 37132 | 1 | |
| 36000 | 1 | |
| 31450 | 1 | |
| 30000 | 1 | |
| 29108 | 1 | |
| 28720 | 1 | |
| 25000 | 1 | |
| 22897 | 1 |
lot_a
Real number (ℝ)
| Distinct | 5513 |
|---|---|
| Distinct (%) | 40.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9614.1097 |
| Minimum | 3 |
|---|---|
| Maximum | 129373.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 105.7 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 1829.736 |
| Q1 | 4617.36 |
| median | 7012.08 |
| Q3 | 9583.2 |
| 95-th percentile | 26136 |
| Maximum | 129373.2 |
| Range | 129370.2 |
| Interquartile range (IQR) | 4965.84 |
Descriptive statistics
| Standard deviation | 11546.123 |
|---|---|
| Coefficient of variation (CV) | 1.2009561 |
| Kurtosis | 31.510753 |
| Mean | 9614.1097 |
| Median Absolute Deviation (MAD) | 2531.3264 |
| Skewness | 4.8914119 |
| Sum | 1.2988662 × 108 |
| Variance | 1.3331296 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7405.2 | 143 | 1.1% |
| 6534 | 140 | 1.0% |
| 6098.4 | 136 | 1.0% |
| 4791.6 | 131 | 1.0% |
| 5227.2 | 125 | 0.9% |
| 7840.8 | 121 | 0.9% |
| 4356 | 115 | 0.9% |
| 6969.6 | 110 | 0.8% |
| 8276.4 | 109 | 0.8% |
| 10018.8 | 109 | 0.8% |
| Other values (5503) | 12271 |
| Value | Count | Frequency (%) |
| 3 | 3 | |
| 3.03 | 1 | < 0.1% |
| 3.0344 | 1 | < 0.1% |
| 3.1 | 1 | < 0.1% |
| 3.11 | 1 | < 0.1% |
| 3.125 | 1 | < 0.1% |
| 3.16 | 2 | |
| 3.19 | 1 | < 0.1% |
| 3.1975 | 1 | < 0.1% |
| 3.2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 129373.2 | 1 | |
| 128850.48 | 1 | |
| 128502 | 1 | |
| 126324 | 1 | |
| 124973.64 | 1 | |
| 123710.4 | 1 | |
| 122564.772 | 1 | |
| 121968 | 1 | |
| 119999.088 | 1 | |
| 119790 | 1 |
fireplace
Categorical
HIGH CARDINALITY  IMBALANCE 
| Distinct | 71 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 105.7 KiB |
| none | |
|---|---|
| 1.0 | |
| 2.0 | |
| living room | 409 |
| not applicable | 370 |
| Other values (66) |
Length
| Max length | 26 |
|---|---|
| Median length | 25 |
| Mean length | 4.5897113 |
| Min length | 3 |
Characters and Unicode
| Total characters | 62007 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 22 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | none |
| 4th row | none |
| 5th row | none |
Common Values
| Value | Count | Frequency (%) |
| none | 6106 | |
| 1.0 | 4303 | |
| 2.0 | 741 | 5.5% |
| living room | 409 | 3.0% |
| not applicable | 370 | 2.7% |
| family room | 318 | 2.4% |
| 1 fireplace | 253 | 1.9% |
| 3.0 | 229 | 1.7% |
| gas log | 97 | 0.7% |
| 4.0 | 84 | 0.6% |
| Other values (61) | 600 | 4.4% |
Length
| Value | Count | Frequency (%) |
| none | 6106 | |
| 1.0 | 4303 | |
| room | 853 | 5.6% |
| 2.0 | 741 | 4.8% |
| living | 409 | 2.7% |
| not | 370 | 2.4% |
| applicable | 370 | 2.4% |
| family | 320 | 2.1% |
| fireplace | 295 | 1.9% |
| 1 | 253 | 1.7% |
| Other values (71) | 1294 | 8.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 13245 | |
| o | 8533 | |
| e | 7536 | |
| 0 | 5451 | |
| . | 5450 | |
| 1 | 4558 | 7.4% |
| i | 2072 | 3.3% |
| l | 1901 | 3.1% |
| 1804 | 2.9% | |
| a | 1676 | 2.7% |
| Other values (28) | 9781 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 43551 | |
| Decimal Number | 11190 | 18.0% |
| Other Punctuation | 5458 | 8.8% |
| Space Separator | 1804 | 2.9% |
| Math Symbol | 2 | < 0.1% |
| Open Punctuation | 1 | < 0.1% |
| Close Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 13245 | |
| o | 8533 | |
| e | 7536 | |
| i | 2072 | 4.8% |
| l | 1901 | 4.4% |
| a | 1676 | 3.8% |
| r | 1544 | 3.5% |
| m | 1251 | 2.9% |
| p | 1092 | 2.5% |
| g | 818 | 1.9% |
| Other values (12) | 3883 | 8.9% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5451 | |
| 1 | 4558 | |
| 2 | 776 | 6.9% |
| 3 | 230 | 2.1% |
| 4 | 84 | 0.8% |
| 5 | 55 | 0.5% |
| 6 | 16 | 0.1% |
| 7 | 13 | 0.1% |
| 8 | 5 | < 0.1% |
| 9 | 2 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 5450 | |
| / | 8 | 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 1804 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 2 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 43551 | |
| Common | 18456 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 13245 | |
| o | 8533 | |
| e | 7536 | |
| i | 2072 | 4.8% |
| l | 1901 | 4.4% |
| a | 1676 | 3.8% |
| r | 1544 | 3.5% |
| m | 1251 | 2.9% |
| p | 1092 | 2.5% |
| g | 818 | 1.9% |
| Other values (12) | 3883 | 8.9% |
Common
| Value | Count | Frequency (%) |
| 0 | 5451 | |
| . | 5450 | |
| 1 | 4558 | |
| 1804 | 9.8% | |
| 2 | 776 | 4.2% |
| 3 | 230 | 1.2% |
| 4 | 84 | 0.5% |
| 5 | 55 | 0.3% |
| 6 | 16 | 0.1% |
| 7 | 13 | 0.1% |
| Other values (6) | 19 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 62007 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 13245 | |
| o | 8533 | |
| e | 7536 | |
| 0 | 5451 | |
| . | 5450 | |
| 1 | 4558 | 7.4% |
| i | 2072 | 3.3% |
| l | 1901 | 3.1% |
| 1804 | 2.9% | |
| a | 1676 | 2.7% |
| Other values (28) | 9781 |
parking
Categorical
| Distinct | 272 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 105.7 KiB |
| gasrage | |
|---|---|
| none | 914 |
| attache | 684 |
| attached gasrag | 567 |
| drivewa | 539 |
| Other values (267) |
Length
| Max length | 36 |
|---|---|
| Median length | 27 |
| Mean length | 11.005774 |
| Min length | 3 |
Characters and Unicode
| Total characters | 148688 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 46 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | gasrage - detached |
|---|---|
| 2nd row | none |
| 3rd row | dentache |
| 4th row | none |
| 5th row | shared drivewa |
Common Values
| Value | Count | Frequency (%) |
| gasrage | 1419 | 10.5% |
| none | 914 | 6.8% |
| attache | 684 | 5.1% |
| attached gasrag | 567 | 4.2% |
| drivewa | 539 | 4.0% |
| attached | 506 | 3.7% |
| gasrage - attached | 490 | 3.6% |
| on street | 407 | 3.0% |
| driveway | 402 | 3.0% |
| 2-car single door | 385 | 2.8% |
| Other values (262) | 7197 |
Length
| Value | Count | Frequency (%) |
| gasrage | 3814 | 15.4% |
| attached | 1960 | 7.9% |
| gasrag | 1959 | 7.9% |
| car | 1256 | 5.1% |
| attache | 1095 | 4.4% |
| none | 962 | 3.9% |
| 893 | 3.6% | |
| door | 853 | 3.5% |
| 2 | 744 | 3.0% |
| 2-car | 712 | 2.9% |
| Other values (189) | 10475 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 24741 | |
| e | 16753 | |
| r | 14288 | |
| g | 12663 | |
| 11215 | ||
| t | 10704 | 7.2% |
| s | 8784 | 5.9% |
| c | 8700 | 5.9% |
| o | 6824 | 4.6% |
| d | 6253 | 4.2% |
| Other values (28) | 27763 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 133242 | |
| Space Separator | 11215 | 7.5% |
| Decimal Number | 1835 | 1.2% |
| Dash Punctuation | 1724 | 1.2% |
| Other Punctuation | 595 | 0.4% |
| Math Symbol | 65 | < 0.1% |
| Open Punctuation | 10 | < 0.1% |
| Close Punctuation | 2 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 24741 | |
| e | 16753 | |
| r | 14288 | |
| g | 12663 | |
| t | 10704 | |
| s | 8784 | 6.6% |
| c | 8700 | 6.5% |
| o | 6824 | 5.1% |
| d | 6253 | 4.7% |
| n | 6002 | 4.5% |
| Other values (15) | 17530 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 1458 | |
| 1 | 263 | 14.3% |
| 3 | 82 | 4.5% |
| 4 | 31 | 1.7% |
| 5 | 1 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 547 | |
| / | 41 | 6.9% |
| & | 7 | 1.2% |
Space Separator
| Value | Count | Frequency (%) |
| 11215 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1724 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 65 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 10 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 133242 | |
| Common | 15446 | 10.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 24741 | |
| e | 16753 | |
| r | 14288 | |
| g | 12663 | |
| t | 10704 | |
| s | 8784 | 6.6% |
| c | 8700 | 6.5% |
| o | 6824 | 5.1% |
| d | 6253 | 4.7% |
| n | 6002 | 4.5% |
| Other values (15) | 17530 |
Common
| Value | Count | Frequency (%) |
| 11215 | ||
| - | 1724 | 11.2% |
| 2 | 1458 | 9.4% |
| : | 547 | 3.5% |
| 1 | 263 | 1.7% |
| 3 | 82 | 0.5% |
| + | 65 | 0.4% |
| / | 41 | 0.3% |
| 4 | 31 | 0.2% |
| ( | 10 | 0.1% |
| Other values (3) | 10 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 148688 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 24741 | |
| e | 16753 | |
| r | 14288 | |
| g | 12663 | |
| 11215 | ||
| t | 10704 | 7.2% |
| s | 8784 | 5.9% |
| c | 8700 | 5.9% |
| o | 6824 | 4.6% |
| d | 6253 | 4.2% |
| Other values (28) | 27763 |
covered
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 18 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0199852 |
| Minimum | 1 |
|---|---|
| Maximum | 424 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 105.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 424 |
| Range | 423 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.7397042 |
|---|---|
| Coefficient of variation (CV) | 1.8513523 |
| Kurtosis | 12007.106 |
| Mean | 2.0199852 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 106.68066 |
| Sum | 27290 |
| Variance | 13.985388 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 10045 | |
| 1 | 2191 | 16.2% |
| 3 | 892 | 6.6% |
| 4 | 251 | 1.9% |
| 5 | 59 | 0.4% |
| 6 | 25 | 0.2% |
| 7 | 16 | 0.1% |
| 8 | 15 | 0.1% |
| 9 | 4 | < 0.1% |
| 12 | 2 | < 0.1% |
| Other values (8) | 10 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 2191 | 16.2% |
| 2 | 10045 | |
| 3 | 892 | 6.6% |
| 4 | 251 | 1.9% |
| 5 | 59 | 0.4% |
| 6 | 25 | 0.2% |
| 7 | 16 | 0.1% |
| 8 | 15 | 0.1% |
| 9 | 4 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 424 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 13 | 2 | |
| 12 | 2 | |
| 11 | 2 | |
| 10 | 1 | < 0.1% |
| 9 | 4 |
garage
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9233161 |
| Minimum | 1 |
|---|---|
| Maximum | 424 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 105.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 424 |
| Range | 423 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.1478572 |
|---|---|
| Coefficient of variation (CV) | 2.1566176 |
| Kurtosis | 8427.5132 |
| Mean | 1.9233161 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 87.843613 |
| Sum | 25984 |
| Variance | 17.204719 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 9010 | |
| 1 | 3351 | 24.8% |
| 3 | 880 | 6.5% |
| 4 | 180 | 1.3% |
| 5 | 35 | 0.3% |
| 6 | 20 | 0.1% |
| 8 | 12 | 0.1% |
| 7 | 9 | 0.1% |
| 9 | 4 | < 0.1% |
| 10 | 2 | < 0.1% |
| Other values (6) | 7 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 3351 | 24.8% |
| 2 | 9010 | |
| 3 | 880 | 6.5% |
| 4 | 180 | 1.3% |
| 5 | 35 | 0.3% |
| 6 | 20 | 0.1% |
| 7 | 9 | 0.1% |
| 8 | 12 | 0.1% |
| 9 | 4 | < 0.1% |
| 10 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 424 | 1 | < 0.1% |
| 212 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 11 | 2 | < 0.1% |
| 10 | 2 | < 0.1% |
| 9 | 4 | < 0.1% |
| 8 | 12 | |
| 7 | 9 |
total_spaces
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 32 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4140637 |
| Minimum | 1 |
|---|---|
| Maximum | 424 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 105.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 424 |
| Range | 423 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.7595506 |
|---|---|
| Coefficient of variation (CV) | 1.9715928 |
| Kurtosis | 5077.1154 |
| Mean | 2.4140637 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 64.108215 |
| Sum | 32614 |
| Variance | 22.653322 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 8908 | |
| 1 | 1910 | 14.1% |
| 3 | 1065 | 7.9% |
| 4 | 906 | 6.7% |
| 6 | 266 | 2.0% |
| 5 | 209 | 1.5% |
| 8 | 78 | 0.6% |
| 7 | 51 | 0.4% |
| 10 | 28 | 0.2% |
| 9 | 23 | 0.2% |
| Other values (22) | 66 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 1910 | 14.1% |
| 2 | 8908 | |
| 3 | 1065 | 7.9% |
| 4 | 906 | 6.7% |
| 5 | 209 | 1.5% |
| 6 | 266 | 2.0% |
| 7 | 51 | 0.4% |
| 8 | 78 | 0.6% |
| 9 | 23 | 0.2% |
| 10 | 28 | 0.2% |
| Value | Count | Frequency (%) |
| 424 | 1 | |
| 212 | 1 | |
| 203 | 1 | |
| 80 | 1 | |
| 60 | 1 | |
| 55 | 1 | |
| 45 | 1 | |
| 40 | 1 | |
| 35 | 1 | |
| 33 | 1 |
subtype
Categorical
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 105.7 KiB |
| Single Family Residence | |
|---|---|
| Residentia | |
| Detached | 506 |
| none | 390 |
| Residential | 361 |
| Other values (22) | 307 |
Length
| Max length | 29 |
|---|---|
| Median length | 23 |
| Mean length | 20.427387 |
| Min length | 4 |
Characters and Unicode
| Total characters | 275974 |
|---|---|
| Distinct characters | 39 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 6 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | Single Family - Detached |
| 4th row | none |
| 5th row | Single Family Residence |
Common Values
| Value | Count | Frequency (%) |
| Single Family Residence | 10857 | |
| Residentia | 1089 | 8.1% |
| Detached | 506 | 3.7% |
| none | 390 | 2.9% |
| Residential | 361 | 2.7% |
| Single Family - Detached | 119 | 0.9% |
| Ranch | 45 | 0.3% |
| All Other Attached | 40 | 0.3% |
| Single Family - Semi-Attached | 23 | 0.2% |
| Residential-Detache | 14 | 0.1% |
| Other values (17) | 66 | 0.5% |
Length
| Value | Count | Frequency (%) |
| family | 11025 | |
| single | 11022 | |
| residence | 10857 | |
| residentia | 1089 | 3.0% |
| detached | 625 | 1.7% |
| none | 390 | 1.1% |
| residential | 361 | 1.0% |
| 148 | 0.4% | |
| attached | 46 | 0.1% |
| ranch | 45 | 0.1% |
| Other values (30) | 227 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 48389 | |
| i | 35901 | |
| n | 24184 | |
| l | 22533 | 8.2% |
| 22325 | 8.1% | |
| a | 13280 | 4.8% |
| d | 13039 | 4.7% |
| R | 12370 | 4.5% |
| s | 12334 | 4.5% |
| c | 11625 | 4.2% |
| Other values (29) | 59994 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 218138 | |
| Uppercase Letter | 35324 | 12.8% |
| Space Separator | 22325 | 8.1% |
| Dash Punctuation | 185 | 0.1% |
| Decimal Number | 2 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 48389 | |
| i | 35901 | |
| n | 24184 | |
| l | 22533 | |
| a | 13280 | 6.1% |
| d | 13039 | 6.0% |
| s | 12334 | 5.7% |
| c | 11625 | 5.3% |
| m | 11062 | 5.1% |
| y | 11025 | 5.1% |
| Other values (11) | 14766 | 6.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 12370 | |
| S | 11068 | |
| F | 11026 | |
| D | 648 | 1.8% |
| A | 111 | 0.3% |
| O | 41 | 0.1% |
| P | 12 | < 0.1% |
| H | 12 | < 0.1% |
| C | 12 | < 0.1% |
| W | 7 | < 0.1% |
| Other values (5) | 17 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 22325 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 185 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 253462 | |
| Common | 22512 | 8.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 48389 | |
| i | 35901 | |
| n | 24184 | |
| l | 22533 | |
| a | 13280 | 5.2% |
| d | 13039 | 5.1% |
| R | 12370 | 4.9% |
| s | 12334 | 4.9% |
| c | 11625 | 4.6% |
| S | 11068 | 4.4% |
| Other values (26) | 48739 |
Common
| Value | Count | Frequency (%) |
| 22325 | ||
| - | 185 | 0.8% |
| 2 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 275974 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 48389 | |
| i | 35901 | |
| n | 24184 | |
| l | 22533 | 8.2% |
| 22325 | 8.1% | |
| a | 13280 | 4.8% |
| d | 13039 | 4.7% |
| R | 12370 | 4.5% |
| s | 12334 | 4.5% |
| c | 11625 | 4.2% |
| Other values (29) | 59994 |
year
Real number (ℝ)
| Distinct | 172 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1965.5639 |
| Minimum | 0 |
|---|---|
| Maximum | 9999 |
| Zeros | 17 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 105.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1905 |
| Q1 | 1941 |
| median | 1965 |
| Q3 | 1999 |
| 95-th percentile | 2022 |
| Maximum | 9999 |
| Range | 9999 |
| Interquartile range (IQR) | 58 |
Descriptive statistics
| Standard deviation | 125.26858 |
|---|---|
| Coefficient of variation (CV) | 0.063731627 |
| Kurtosis | 2578.4939 |
| Mean | 1965.5639 |
| Median Absolute Deviation (MAD) | 29 |
| Skewness | 34.186623 |
| Sum | 26554768 |
| Variance | 15692.218 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2022 | 675 | 5.0% |
| 1925 | 344 | 2.5% |
| 1950 | 280 | 2.1% |
| 1965 | 268 | 2.0% |
| 1920 | 259 | 1.9% |
| 1955 | 238 | 1.8% |
| 1900 | 231 | 1.7% |
| 1940 | 218 | 1.6% |
| 2005 | 207 | 1.5% |
| 2006 | 206 | 1.5% |
| Other values (162) | 10584 |
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 1730 | 1 | < 0.1% |
| 1750 | 1 | < 0.1% |
| 1807 | 1 | < 0.1% |
| 1829 | 1 | < 0.1% |
| 1830 | 1 | < 0.1% |
| 1836 | 1 | < 0.1% |
| 1843 | 1 | < 0.1% |
| 1847 | 1 | < 0.1% |
| 1848 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9999 | 2 | < 0.1% |
| 2023 | 69 | 0.5% |
| 2022 | 675 | |
| 2021 | 82 | 0.6% |
| 2020 | 105 | 0.8% |
| 2019 | 118 | 0.9% |
| 2018 | 114 | 0.8% |
| 2017 | 110 | 0.8% |
| 2016 | 110 | 0.8% |
| 2015 | 110 | 0.8% |
sewer
Categorical
HIGH CARDINALITY  HIGH CORRELATION  IMBALANCE 
| Distinct | 88 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 105.7 KiB |
| public sewer | |
|---|---|
| none | |
| city sewer | |
| sewer connected | 561 |
| saw | 210 |
| Other values (83) |
Length
| Max length | 33 |
|---|---|
| Median length | 12 |
| Mean length | 10.158327 |
| Min length | 1 |
Characters and Unicode
| Total characters | 137239 |
|---|---|
| Distinct characters | 29 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 26 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | public sewer |
| 4th row | none |
| 5th row | public sewer |
Common Values
| Value | Count | Frequency (%) |
| public sewer | 7311 | |
| none | 2648 | 19.6% |
| city sewer | 1454 | 10.8% |
| sewer connected | 561 | 4.2% |
| saw | 210 | 1.6% |
| sewer system | 183 | 1.4% |
| septic system | 127 | 0.9% |
| septic tank | 125 | 0.9% |
| saws | 103 | 0.8% |
| in street | 80 | 0.6% |
| Other values (78) | 708 | 5.2% |
Length
| Value | Count | Frequency (%) |
| sewer | 9677 | |
| public | 7408 | |
| none | 2648 | 11.0% |
| city | 1465 | 6.1% |
| connected | 586 | 2.4% |
| septic | 434 | 1.8% |
| system | 338 | 1.4% |
| saw | 210 | 0.9% |
| in | 128 | 0.5% |
| tank | 125 | 0.5% |
| Other values (74) | 1027 | 4.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 24629 | |
| s | 11563 | |
| c | 10699 | |
| 10536 | ||
| r | 10127 | 7.4% |
| w | 10111 | 7.4% |
| i | 10035 | 7.3% |
| p | 8048 | 5.9% |
| l | 7648 | 5.6% |
| u | 7642 | 5.6% |
| Other values (19) | 26201 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 126540 | |
| Space Separator | 10536 | 7.7% |
| Open Punctuation | 62 | < 0.1% |
| Close Punctuation | 48 | < 0.1% |
| Other Punctuation | 40 | < 0.1% |
| Dash Punctuation | 13 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 24629 | |
| s | 11563 | |
| c | 10699 | |
| r | 10127 | |
| w | 10111 | |
| i | 10035 | |
| p | 8048 | 6.4% |
| l | 7648 | 6.0% |
| u | 7642 | 6.0% |
| b | 7469 | 5.9% |
| Other values (13) | 18569 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 22 | |
| / | 18 |
Space Separator
| Value | Count | Frequency (%) |
| 10536 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 62 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 48 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 13 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 126540 | |
| Common | 10699 | 7.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 24629 | |
| s | 11563 | |
| c | 10699 | |
| r | 10127 | |
| w | 10111 | |
| i | 10035 | |
| p | 8048 | 6.4% |
| l | 7648 | 6.0% |
| u | 7642 | 6.0% |
| b | 7469 | 5.9% |
| Other values (13) | 18569 |
Common
| Value | Count | Frequency (%) |
| 10536 | ||
| ( | 62 | 0.6% |
| ) | 48 | 0.4% |
| & | 22 | 0.2% |
| / | 18 | 0.2% |
| - | 13 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 137239 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 24629 | |
| s | 11563 | |
| c | 10699 | |
| 10536 | ||
| r | 10127 | 7.4% |
| w | 10111 | 7.4% |
| i | 10035 | 7.3% |
| p | 8048 | 5.9% |
| l | 7648 | 5.6% |
| u | 7642 | 5.6% |
| Other values (19) | 26201 |
water
Categorical
HIGH CARDINALITY  HIGH CORRELATION  IMBALANCE 
| Distinct | 74 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 105.7 KiB |
| Public | |
|---|---|
| none | |
| City Water | |
| Publi | 561 |
| Lake Michigan | 389 |
| Other values (69) |
Length
| Max length | 32 |
|---|---|
| Median length | 6 |
| Mean length | 7.0184308 |
| Min length | 3 |
Characters and Unicode
| Total characters | 94819 |
|---|---|
| Distinct characters | 47 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 25 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | none |
| 4th row | none |
| 5th row | Public |
Common Values
| Value | Count | Frequency (%) |
| Public | 7031 | |
| none | 2181 | 16.1% |
| City Water | 1110 | 8.2% |
| Publi | 561 | 4.2% |
| Lake Michigan | 389 | 2.9% |
| Meter on Property | 386 | 2.9% |
| City Wate | 335 | 2.5% |
| SAW | 262 | 1.9% |
| Water System | 202 | 1.5% |
| Water District | 175 | 1.3% |
| Other values (64) | 878 | 6.5% |
Length
| Value | Count | Frequency (%) |
| public | 7034 | |
| none | 2195 | 12.7% |
| water | 1550 | 9.0% |
| city | 1461 | 8.5% |
| publi | 561 | 3.3% |
| lake | 549 | 3.2% |
| meter | 481 | 2.8% |
| on | 460 | 2.7% |
| michigan | 389 | 2.3% |
| property | 386 | 2.2% |
| Other values (57) | 2156 | 12.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 11224 | |
| l | 8161 | 8.6% |
| P | 8098 | 8.5% |
| c | 7957 | 8.4% |
| u | 7759 | 8.2% |
| b | 7598 | 8.0% |
| e | 6692 | 7.1% |
| n | 5413 | 5.7% |
| t | 5379 | 5.7% |
| 3712 | 3.9% | |
| Other values (37) | 22826 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 75388 | |
| Uppercase Letter | 15550 | 16.4% |
| Space Separator | 3712 | 3.9% |
| Open Punctuation | 82 | 0.1% |
| Close Punctuation | 69 | 0.1% |
| Other Punctuation | 13 | < 0.1% |
| Dash Punctuation | 5 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 11224 | |
| l | 8161 | |
| c | 7957 | |
| u | 7759 | |
| b | 7598 | |
| e | 6692 | |
| n | 5413 | |
| t | 5379 | |
| r | 3348 | 4.4% |
| a | 3251 | 4.3% |
| Other values (13) | 8606 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 8098 | |
| W | 2425 | 15.6% |
| C | 1512 | 9.7% |
| M | 1219 | 7.8% |
| S | 726 | 4.7% |
| L | 550 | 3.5% |
| A | 362 | 2.3% |
| D | 356 | 2.3% |
| U | 161 | 1.0% |
| I | 44 | 0.3% |
| Other values (9) | 97 | 0.6% |
Space Separator
| Value | Count | Frequency (%) |
| 3712 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 82 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 69 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 13 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 5 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 90938 | |
| Common | 3881 | 4.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 11224 | |
| l | 8161 | |
| P | 8098 | |
| c | 7957 | |
| u | 7759 | |
| b | 7598 | 8.4% |
| e | 6692 | 7.4% |
| n | 5413 | 6.0% |
| t | 5379 | 5.9% |
| r | 3348 | 3.7% |
| Other values (32) | 19309 |
Common
| Value | Count | Frequency (%) |
| 3712 | ||
| ( | 82 | 2.1% |
| ) | 69 | 1.8% |
| / | 13 | 0.3% |
| - | 5 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 94819 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 11224 | |
| l | 8161 | 8.6% |
| P | 8098 | 8.5% |
| c | 7957 | 8.4% |
| u | 7759 | 8.2% |
| b | 7598 | 8.0% |
| e | 6692 | 7.1% |
| n | 5413 | 5.7% |
| t | 5379 | 5.7% |
| 3712 | 3.9% | |
| Other values (37) | 22826 |
app
Categorical
| Distinct | 145 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 105.7 KiB |
| dishwasher | |
|---|---|
| none | |
| electric water heater | |
| gas water heater | |
| built-in microwave | |
| Other values (140) |
Length
| Max length | 39 |
|---|---|
| Median length | 34 |
| Mean length | 10.910215 |
| Min length | 4 |
Characters and Unicode
| Total characters | 147397 |
|---|---|
| Distinct characters | 34 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 33 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | none |
|---|---|
| 2nd row | microwave |
| 3rd row | dishwasher |
| 4th row | dryer |
| 5th row | dishwasher |
Common Values
| Value | Count | Frequency (%) |
| dishwasher | 5128 | |
| none | 1848 | 13.7% |
| electric water heater | 578 | 4.3% |
| gas water heater | 551 | 4.1% |
| built-in microwave | 545 | 4.0% |
| range | 538 | 4.0% |
| cooktop | 304 | 2.3% |
| electric cooktop | 298 | 2.2% |
| gas cooktop | 270 | 2.0% |
| dryer | 265 | 2.0% |
| Other values (135) | 3185 |
Length
| Value | Count | Frequency (%) |
| dishwasher | 5128 | |
| none | 1850 | 9.1% |
| gas | 1365 | 6.7% |
| water | 1302 | 6.4% |
| electric | 1271 | 6.3% |
| heater | 1246 | 6.2% |
| built-in | 1072 | 5.3% |
| range | 1060 | 5.2% |
| cooktop | 876 | 4.3% |
| oven | 826 | 4.1% |
| Other values (112) | 4261 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 19196 | |
| r | 13886 | 9.4% |
| s | 12706 | 8.6% |
| a | 12603 | 8.6% |
| h | 11749 | 8.0% |
| i | 10947 | 7.4% |
| n | 8418 | 5.7% |
| o | 7604 | 5.2% |
| w | 7296 | 4.9% |
| t | 6754 | 4.6% |
| Other values (24) | 36238 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 139114 | |
| Space Separator | 6747 | 4.6% |
| Dash Punctuation | 1149 | 0.8% |
| Other Punctuation | 174 | 0.1% |
| Open Punctuation | 113 | 0.1% |
| Decimal Number | 84 | 0.1% |
| Close Punctuation | 16 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 19196 | |
| r | 13886 | |
| s | 12706 | |
| a | 12603 | |
| h | 11749 | |
| i | 10947 | 7.9% |
| n | 8418 | 6.1% |
| o | 7604 | 5.5% |
| w | 7296 | 5.2% |
| t | 6754 | 4.9% |
| Other values (15) | 27955 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 125 | |
| : | 45 | 25.9% |
| & | 4 | 2.3% |
Decimal Number
| Value | Count | Frequency (%) |
| 6 | 69 | |
| 0 | 15 | 17.9% |
Space Separator
| Value | Count | Frequency (%) |
| 6747 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1149 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 113 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 16 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 139114 | |
| Common | 8283 | 5.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 19196 | |
| r | 13886 | |
| s | 12706 | |
| a | 12603 | |
| h | 11749 | |
| i | 10947 | 7.9% |
| n | 8418 | 6.1% |
| o | 7604 | 5.5% |
| w | 7296 | 5.2% |
| t | 6754 | 4.9% |
| Other values (15) | 27955 |
Common
| Value | Count | Frequency (%) |
| 6747 | ||
| - | 1149 | 13.9% |
| / | 125 | 1.5% |
| ( | 113 | 1.4% |
| 6 | 69 | 0.8% |
| : | 45 | 0.5% |
| ) | 16 | 0.2% |
| 0 | 15 | 0.2% |
| & | 4 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 147397 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 19196 | |
| r | 13886 | 9.4% |
| s | 12706 | 8.6% |
| a | 12603 | 8.6% |
| h | 11749 | 8.0% |
| i | 10947 | 7.4% |
| n | 8418 | 5.7% |
| o | 7604 | 5.2% |
| w | 7296 | 4.9% |
| t | 6754 | 4.6% |
| Other values (24) | 36238 |
heating
Categorical
HIGH CARDINALITY  IMBALANCE 
| Distinct | 90 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 105.7 KiB |
| central | |
|---|---|
| forced air | |
| natural gas | |
| electric | |
| none | |
| Other values (85) |
Length
| Max length | 31 |
|---|---|
| Median length | 30 |
| Mean length | 8.8778682 |
| Min length | 2 |
Characters and Unicode
| Total characters | 119940 |
|---|---|
| Distinct characters | 36 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 23 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | hot water |
| 4th row | none |
| 5th row | natural gas |
Common Values
| Value | Count | Frequency (%) |
| central | 4799 | |
| forced air | 2946 | |
| natural gas | 2057 | |
| electric | 894 | 6.6% |
| none | 736 | 5.4% |
| hot water | 270 | 2.0% |
| fireplace(s | 167 | 1.2% |
| radiator | 143 | 1.1% |
| central forced air | 131 | 1.0% |
| other | 128 | 0.9% |
| Other values (80) | 1239 | 9.2% |
Length
| Value | Count | Frequency (%) |
| central | 5016 | |
| air | 3241 | |
| forced | 3226 | |
| gas | 2191 | |
| natural | 2057 | |
| electric | 924 | 4.5% |
| none | 736 | 3.6% |
| hot | 329 | 1.6% |
| water | 316 | 1.5% |
| fireplace(s | 172 | 0.8% |
| Other values (88) | 2283 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 16486 | |
| r | 16034 | |
| e | 12703 | |
| c | 10651 | |
| t | 9535 | |
| n | 9066 | |
| l | 8768 | |
| 6981 | 5.8% | |
| i | 5348 | 4.5% |
| o | 5013 | 4.2% |
| Other values (26) | 19355 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 112096 | |
| Space Separator | 6981 | 5.8% |
| Dash Punctuation | 291 | 0.2% |
| Open Punctuation | 208 | 0.2% |
| Decimal Number | 180 | 0.2% |
| Other Punctuation | 130 | 0.1% |
| Close Punctuation | 36 | < 0.1% |
| Math Symbol | 18 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 16486 | |
| r | 16034 | |
| e | 12703 | |
| c | 10651 | |
| t | 9535 | |
| n | 9066 | |
| l | 8768 | |
| i | 5348 | 4.8% |
| o | 5013 | 4.5% |
| d | 3773 | 3.4% |
| Other values (14) | 14719 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 87 | |
| 9 | 87 | |
| 3 | 2 | 1.1% |
| 1 | 2 | 1.1% |
| 2 | 2 | 1.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| % | 87 | |
| / | 43 |
Space Separator
| Value | Count | Frequency (%) |
| 6981 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 291 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 208 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 36 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 18 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 112096 | |
| Common | 7844 | 6.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 16486 | |
| r | 16034 | |
| e | 12703 | |
| c | 10651 | |
| t | 9535 | |
| n | 9066 | |
| l | 8768 | |
| i | 5348 | 4.8% |
| o | 5013 | 4.5% |
| d | 3773 | 3.4% |
| Other values (14) | 14719 |
Common
| Value | Count | Frequency (%) |
| 6981 | ||
| - | 291 | 3.7% |
| ( | 208 | 2.7% |
| 0 | 87 | 1.1% |
| % | 87 | 1.1% |
| 9 | 87 | 1.1% |
| / | 43 | 0.5% |
| ) | 36 | 0.5% |
| + | 18 | 0.2% |
| 3 | 2 | < 0.1% |
| Other values (2) | 4 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 119940 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 16486 | |
| r | 16034 | |
| e | 12703 | |
| c | 10651 | |
| t | 9535 | |
| n | 9066 | |
| l | 8768 | |
| 6981 | 5.8% | |
| i | 5348 | 4.5% |
| o | 5013 | 4.2% |
| Other values (26) | 19355 |
cooling
Categorical
| Distinct | 116 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 105.7 KiB |
| Central Air | |
|---|---|
| Ceiling Fan(s | |
| Central Ai | |
| None | |
| none | |
| Other values (111) |
Length
| Max length | 31 |
|---|---|
| Median length | 30 |
| Mean length | 10.387935 |
| Min length | 2 |
Characters and Unicode
| Total characters | 140341 |
|---|---|
| Distinct characters | 59 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 22 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | Units |
| 4th row | none |
| 5th row | Wall Unit(s) |
Common Values
| Value | Count | Frequency (%) |
| Central Air | 4906 | |
| Ceiling Fan(s | 1543 | 11.4% |
| Central Ai | 1218 | 9.0% |
| None | 860 | 6.4% |
| none | 732 | 5.4% |
| Electri | 549 | 4.1% |
| Central A/ | 514 | 3.8% |
| Electric | 421 | 3.1% |
| Central Forced Air | 311 | 2.3% |
| Refrigeration | 215 | 1.6% |
| Other values (106) | 2241 |
Length
| Value | Count | Frequency (%) |
| central | 7259 | |
| air | 5563 | |
| ceiling | 1613 | 6.6% |
| fan(s | 1613 | 6.6% |
| none | 1592 | 6.5% |
| ai | 1321 | 5.4% |
| forced | 608 | 2.5% |
| a | 555 | 2.3% |
| electri | 549 | 2.3% |
| electric | 423 | 1.7% |
| Other values (108) | 3233 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 15330 | |
| n | 14689 | |
| i | 13703 | |
| e | 13374 | |
| 10821 | ||
| l | 10762 | |
| a | 10108 | |
| t | 9836 | 7.0% |
| C | 9149 | 6.5% |
| A | 7588 | 5.4% |
| Other values (49) | 24981 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 101713 | |
| Uppercase Letter | 24096 | 17.2% |
| Space Separator | 10821 | 7.7% |
| Open Punctuation | 1945 | 1.4% |
| Other Punctuation | 804 | 0.6% |
| Close Punctuation | 298 | 0.2% |
| Decimal Number | 293 | 0.2% |
| Dash Punctuation | 268 | 0.2% |
| Math Symbol | 103 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 15330 | |
| n | 14689 | |
| i | 13703 | |
| e | 13374 | |
| l | 10762 | |
| a | 10108 | |
| t | 9836 | |
| o | 3724 | 3.7% |
| s | 2444 | 2.4% |
| c | 2372 | 2.3% |
| Other values (13) | 5371 | 5.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 9149 | |
| A | 7588 | |
| F | 2328 | 9.7% |
| E | 1214 | 5.0% |
| N | 935 | 3.9% |
| W | 612 | 2.5% |
| U | 461 | 1.9% |
| R | 458 | 1.9% |
| H | 234 | 1.0% |
| S | 212 | 0.9% |
| Other values (11) | 905 | 3.8% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 92 | |
| 0 | 47 | |
| 9 | 47 | |
| 3 | 47 | |
| 5 | 26 | 8.9% |
| 2 | 19 | 6.5% |
| 6 | 15 | 5.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 751 | |
| % | 47 | 5.8% |
| & | 6 | 0.7% |
Space Separator
| Value | Count | Frequency (%) |
| 10821 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1945 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 298 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 268 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 103 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 125809 | |
| Common | 14532 | 10.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 15330 | |
| n | 14689 | |
| i | 13703 | |
| e | 13374 | |
| l | 10762 | |
| a | 10108 | |
| t | 9836 | |
| C | 9149 | |
| A | 7588 | |
| o | 3724 | 3.0% |
| Other values (34) | 17546 |
Common
| Value | Count | Frequency (%) |
| 10821 | ||
| ( | 1945 | 13.4% |
| / | 751 | 5.2% |
| ) | 298 | 2.1% |
| - | 268 | 1.8% |
| + | 103 | 0.7% |
| 1 | 92 | 0.6% |
| % | 47 | 0.3% |
| 0 | 47 | 0.3% |
| 9 | 47 | 0.3% |
| Other values (5) | 113 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 140341 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 15330 | |
| n | 14689 | |
| i | 13703 | |
| e | 13374 | |
| 10821 | ||
| l | 10762 | |
| a | 10108 | |
| t | 9836 | 7.0% |
| C | 9149 | 6.5% |
| A | 7588 | 5.4% |
| Other values (49) | 24981 |
stories
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6638046 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 105.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1.5 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.67669563 |
|---|---|
| Coefficient of variation (CV) | 0.40671581 |
| Kurtosis | 0.87803927 |
| Mean | 1.6638046 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 0.92630735 |
| Sum | 22478 |
| Variance | 0.45791698 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 5378 | |
| 2 | 5079 | |
| 1.5 | 1565 | 11.6% |
| 3 | 1152 | 8.5% |
| 3.5 | 153 | 1.1% |
| 2.5 | 94 | 0.7% |
| 4 | 80 | 0.6% |
| 5 | 7 | 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 5378 | |
| 1.5 | 1565 | 11.6% |
| 2 | 5079 | |
| 2.5 | 94 | 0.7% |
| 3 | 1152 | 8.5% |
| 3.5 | 153 | 1.1% |
| 4 | 80 | 0.6% |
| 5 | 7 | 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 5 | 7 | 0.1% |
| 4 | 80 | 0.6% |
| 3.5 | 153 | 1.1% |
| 3 | 1152 | 8.5% |
| 2.5 | 94 | 0.7% |
| 2 | 5079 | |
| 1.5 | 1565 | 11.6% |
| 1 | 5378 |
materials
Categorical
| Distinct | 161 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 105.7 KiB |
| brick | |
|---|---|
| none | |
| stucco | |
| vinyl sideing | |
| frame | |
| Other values (156) |
Length
| Max length | 30 |
|---|---|
| Median length | 26 |
| Mean length | 7.2612139 |
| Min length | 3 |
Characters and Unicode
| Total characters | 98099 |
|---|---|
| Distinct characters | 34 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 44 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | none |
| 4th row | none |
| 5th row | brick |
Common Values
| Value | Count | Frequency (%) |
| brick | 4257 | |
| none | 2122 | |
| stucco | 792 | 5.9% |
| vinyl sideing | 647 | 4.8% |
| frame | 552 | 4.1% |
| masonry | 476 | 3.5% |
| wood sideing | 417 | 3.1% |
| frame - woo | 387 | 2.9% |
| stone | 363 | 2.7% |
| block | 341 | 2.5% |
| Other values (151) | 3156 |
Length
| Value | Count | Frequency (%) |
| brick | 4636 | |
| none | 2122 | |
| sideing | 1534 | 8.6% |
| frame | 977 | 5.5% |
| vinyl | 844 | 4.8% |
| stucco | 811 | 4.6% |
| wood | 685 | 3.9% |
| masonry | 618 | 3.5% |
| sidein | 517 | 2.9% |
| 421 | 2.4% | |
| Other values (140) | 4578 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 10885 | |
| n | 10044 | 10.2% |
| c | 8123 | 8.3% |
| e | 8122 | 8.3% |
| o | 7631 | 7.8% |
| r | 7496 | 7.6% |
| k | 5374 | 5.5% |
| b | 5317 | 5.4% |
| s | 4964 | 5.1% |
| 4233 | 4.3% | |
| Other values (24) | 25910 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 92939 | |
| Space Separator | 4233 | 4.3% |
| Dash Punctuation | 539 | 0.5% |
| Other Punctuation | 305 | 0.3% |
| Decimal Number | 71 | 0.1% |
| Open Punctuation | 10 | < 0.1% |
| Close Punctuation | 2 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 10885 | |
| n | 10044 | |
| c | 8123 | 8.7% |
| e | 8122 | 8.7% |
| o | 7631 | 8.2% |
| r | 7496 | 8.1% |
| k | 5374 | 5.8% |
| b | 5317 | 5.7% |
| s | 4964 | 5.3% |
| d | 3456 | 3.7% |
| Other values (14) | 21527 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 274 | |
| & | 25 | 8.2% |
| . | 6 | 2.0% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 416 | |
| – | 123 | 22.8% |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 53 | |
| 3 | 18 | 25.4% |
Space Separator
| Value | Count | Frequency (%) |
| 4233 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 10 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 92939 | |
| Common | 5160 | 5.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 10885 | |
| n | 10044 | |
| c | 8123 | 8.7% |
| e | 8122 | 8.7% |
| o | 7631 | 8.2% |
| r | 7496 | 8.1% |
| k | 5374 | 5.8% |
| b | 5317 | 5.7% |
| s | 4964 | 5.3% |
| d | 3456 | 3.7% |
| Other values (14) | 21527 |
Common
| Value | Count | Frequency (%) |
| 4233 | ||
| - | 416 | 8.1% |
| / | 274 | 5.3% |
| – | 123 | 2.4% |
| 4 | 53 | 1.0% |
| & | 25 | 0.5% |
| 3 | 18 | 0.3% |
| ( | 10 | 0.2% |
| . | 6 | 0.1% |
| ) | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 97976 | |
| Punctuation | 123 | 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 10885 | |
| n | 10044 | 10.3% |
| c | 8123 | 8.3% |
| e | 8122 | 8.3% |
| o | 7631 | 7.8% |
| r | 7496 | 7.7% |
| k | 5374 | 5.5% |
| b | 5317 | 5.4% |
| s | 4964 | 5.1% |
| 4233 | 4.3% | |
| Other values (23) | 25787 |
Punctuation
| Value | Count | Frequency (%) |
| – | 123 |
roof
Categorical
HIGH CARDINALITY  IMBALANCE 
| Distinct | 286 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 105.7 KiB |
| none | |
|---|---|
| Composition | |
| Shingle | |
| Tile | |
| Asphalt | 453 |
| Other values (281) |
Length
| Max length | 57 |
|---|---|
| Median length | 50 |
| Mean length | 8.0532198 |
| Min length | 4 |
Characters and Unicode
| Total characters | 108799 |
|---|---|
| Distinct characters | 51 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 149 ? |
|---|---|
| Unique (%) | 1.1% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | none |
| 4th row | none |
| 5th row | none |
Common Values
| Value | Count | Frequency (%) |
| none | 4551 | |
| Composition | 4193 | |
| Shingle | 1376 | 10.2% |
| Tile | 563 | 4.2% |
| Asphalt | 453 | 3.4% |
| Comp Shingle | 285 | 2.1% |
| Metal | 194 | 1.4% |
| Other | 182 | 1.3% |
| Composition,Shingle | 154 | 1.1% |
| Flat | 151 | 1.1% |
| Other values (276) | 1408 | 10.4% |
Length
| Value | Count | Frequency (%) |
| none | 4554 | |
| composition | 4219 | |
| shingle | 1722 | 11.9% |
| tile | 633 | 4.4% |
| asphalt | 455 | 3.1% |
| comp | 408 | 2.8% |
| metal | 194 | 1.3% |
| other | 190 | 1.3% |
| updated | 187 | 1.3% |
| flat | 162 | 1.1% |
| Other values (272) | 1806 | 12.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 19562 | |
| n | 16111 | |
| i | 12542 | |
| e | 9134 | |
| t | 6642 | 6.1% |
| p | 5965 | 5.5% |
| s | 5480 | 5.0% |
| m | 5294 | 4.9% |
| C | 5201 | 4.8% |
| l | 4768 | 4.4% |
| Other values (41) | 18100 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 95543 | |
| Uppercase Letter | 11071 | 10.2% |
| Other Punctuation | 1087 | 1.0% |
| Space Separator | 1020 | 0.9% |
| Dash Punctuation | 54 | < 0.1% |
| Open Punctuation | 11 | < 0.1% |
| Close Punctuation | 11 | < 0.1% |
| Decimal Number | 2 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 19562 | |
| n | 16111 | |
| i | 12542 | |
| e | 9134 | |
| t | 6642 | 7.0% |
| p | 5965 | 6.2% |
| s | 5480 | 5.7% |
| m | 5294 | 5.5% |
| l | 4768 | 5.0% |
| h | 3183 | 3.3% |
| Other values (13) | 6862 | 7.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 5201 | |
| S | 2420 | |
| T | 838 | 7.6% |
| A | 610 | 5.5% |
| F | 495 | 4.5% |
| M | 352 | 3.2% |
| O | 272 | 2.5% |
| U | 265 | 2.4% |
| R | 260 | 2.3% |
| H | 83 | 0.7% |
| Other values (10) | 275 | 2.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 908 | |
| / | 179 | 16.5% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 5 | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 1020 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 54 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 11 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 11 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 106614 | |
| Common | 2185 | 2.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 19562 | |
| n | 16111 | |
| i | 12542 | |
| e | 9134 | |
| t | 6642 | 6.2% |
| p | 5965 | 5.6% |
| s | 5480 | 5.1% |
| m | 5294 | 5.0% |
| C | 5201 | 4.9% |
| l | 4768 | 4.5% |
| Other values (33) | 15915 |
Common
| Value | Count | Frequency (%) |
| 1020 | ||
| , | 908 | |
| / | 179 | 8.2% |
| - | 54 | 2.5% |
| ( | 11 | 0.5% |
| ) | 11 | 0.5% |
| 1 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 108799 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 19562 | |
| n | 16111 | |
| i | 12542 | |
| e | 9134 | |
| t | 6642 | 6.1% |
| p | 5965 | 5.5% |
| s | 5480 | 5.0% |
| m | 5294 | 4.9% |
| C | 5201 | 4.8% |
| l | 4768 | 4.4% |
| Other values (41) | 18100 |
foundation
Categorical
| Distinct | 49 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 105.7 KiB |
| none | |
|---|---|
| slab | |
| concrete perimeter | |
| crawl space | 493 |
| pillar/post/pier | 491 |
| Other values (44) |
Length
| Max length | 27 |
|---|---|
| Median length | 4 |
| Mean length | 6.4080681 |
| Min length | 4 |
Characters and Unicode
| Total characters | 86573 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 11 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | none |
| 4th row | none |
| 5th row | none |
Common Values
| Value | Count | Frequency (%) |
| none | 5981 | |
| slab | 3710 | |
| concrete perimeter | 712 | 5.3% |
| crawl space | 493 | 3.6% |
| pillar/post/pier | 491 | 3.6% |
| poured concrete | 465 | 3.4% |
| blogck | 336 | 2.5% |
| other | 236 | 1.7% |
| brick/mortar | 163 | 1.2% |
| stone | 160 | 1.2% |
| Other values (39) | 763 | 5.6% |
Length
| Value | Count | Frequency (%) |
| none | 5981 | |
| slab | 3840 | |
| concrete | 1309 | 8.3% |
| perimeter | 770 | 4.9% |
| crawl | 493 | 3.1% |
| space | 493 | 3.1% |
| pillar/post/pier | 491 | 3.1% |
| poured | 465 | 3.0% |
| blogck | 359 | 2.3% |
| other | 238 | 1.5% |
| Other values (38) | 1240 | 7.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 13884 | |
| e | 13326 | |
| o | 9650 | |
| r | 6103 | |
| l | 6031 | |
| a | 6018 | |
| s | 5281 | 6.1% |
| b | 4728 | 5.5% |
| c | 4407 | 5.1% |
| p | 3527 | 4.1% |
| Other values (15) | 13618 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 83031 | |
| Space Separator | 2169 | 2.5% |
| Other Punctuation | 1373 | 1.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 13884 | |
| e | 13326 | |
| o | 9650 | |
| r | 6103 | |
| l | 6031 | |
| a | 6018 | |
| s | 5281 | 6.4% |
| b | 4728 | 5.7% |
| c | 4407 | 5.3% |
| p | 3527 | 4.2% |
| Other values (12) | 10076 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 1335 | |
| & | 38 | 2.8% |
Space Separator
| Value | Count | Frequency (%) |
| 2169 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 83031 | |
| Common | 3542 | 4.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 13884 | |
| e | 13326 | |
| o | 9650 | |
| r | 6103 | |
| l | 6031 | |
| a | 6018 | |
| s | 5281 | 6.4% |
| b | 4728 | 5.7% |
| c | 4407 | 5.3% |
| p | 3527 | 4.2% |
| Other values (12) | 10076 |
Common
| Value | Count | Frequency (%) |
| 2169 | ||
| / | 1335 | |
| & | 38 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 86573 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 13884 | |
| e | 13326 | |
| o | 9650 | |
| r | 6103 | |
| l | 6031 | |
| a | 6018 | |
| s | 5281 | 6.1% |
| b | 4728 | 5.5% |
| c | 4407 | 5.1% |
| p | 3527 | 4.1% |
| Other values (15) | 13618 |
interior
Categorical
| Distinct | 448 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 105.7 KiB |
| none | |
|---|---|
| Ceiling Fan(s | 591 |
| Cable TV Availabl | 584 |
| Built-in Feature | 550 |
| One Living Are | 360 |
| Other values (443) |
Length
| Max length | 38 |
|---|---|
| Median length | 29 |
| Mean length | 11.323094 |
| Min length | 2 |
Characters and Unicode
| Total characters | 152975 |
|---|---|
| Distinct characters | 67 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 186 ? |
|---|---|
| Unique (%) | 1.4% |
Sample
| 1st row | none |
|---|---|
| 2nd row | none |
| 3rd row | none |
| 4th row | none |
| 5th row | Formal Dining Roo |
Common Values
| Value | Count | Frequency (%) |
| none | 4024 | |
| Ceiling Fan(s | 591 | 4.4% |
| Cable TV Availabl | 584 | 4.3% |
| Built-in Feature | 550 | 4.1% |
| One Living Are | 360 | 2.7% |
| Walk-In Closet(s | 346 | 2.6% |
| Breakfast Ba | 253 | 1.9% |
| Walk-In Closet(s) | 241 | 1.8% |
| High Ceiling | 240 | 1.8% |
| Two Living Are | 239 | 1.8% |
| Other values (438) | 6082 |
Length
| Value | Count | Frequency (%) |
| none | 4032 | 15.7% |
| ceiling | 1200 | 4.7% |
| living | 793 | 3.1% |
| are | 720 | 2.8% |
| cable | 709 | 2.8% |
| built-in | 687 | 2.7% |
| fan(s | 677 | 2.6% |
| tv | 646 | 2.5% |
| availabl | 606 | 2.4% |
| closet(s | 599 | 2.3% |
| Other values (437) | 14979 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 16807 | 11.0% |
| e | 15575 | 10.2% |
| 12138 | 7.9% | |
| i | 11087 | 7.2% |
| o | 10958 | 7.2% |
| a | 10083 | 6.6% |
| l | 8915 | 5.8% |
| t | 7287 | 4.8% |
| r | 6927 | 4.5% |
| s | 4250 | 2.8% |
| Other values (57) | 48948 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 112713 | |
| Uppercase Letter | 22563 | 14.7% |
| Space Separator | 12138 | 7.9% |
| Dash Punctuation | 1931 | 1.3% |
| Open Punctuation | 1644 | 1.1% |
| Decimal Number | 1007 | 0.7% |
| Other Punctuation | 428 | 0.3% |
| Close Punctuation | 396 | 0.3% |
| Math Symbol | 155 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 16807 | |
| e | 15575 | |
| i | 11087 | |
| o | 10958 | |
| a | 10083 | |
| l | 8915 | |
| t | 7287 | |
| r | 6927 | 6.1% |
| s | 4250 | 3.8% |
| g | 3350 | 3.0% |
| Other values (14) | 17474 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 3834 | |
| B | 3086 | |
| F | 2231 | |
| A | 1948 | 8.6% |
| L | 1201 | 5.3% |
| T | 1183 | 5.2% |
| I | 1115 | 4.9% |
| V | 1024 | 4.5% |
| W | 864 | 3.8% |
| O | 819 | 3.6% |
| Other values (14) | 5258 |
Decimal Number
| Value | Count | Frequency (%) |
| 9 | 247 | |
| 2 | 247 | |
| 1 | 183 | |
| 0 | 117 | |
| 5 | 38 | 3.8% |
| 8 | 38 | 3.8% |
| 3 | 37 | 3.7% |
| 6 | 37 | 3.7% |
| 4 | 37 | 3.7% |
| 7 | 26 | 2.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 238 | |
| : | 119 | |
| % | 70 | 16.4% |
| & | 1 | 0.2% |
Space Separator
| Value | Count | Frequency (%) |
| 12138 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1931 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1644 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 396 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 155 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 135276 | |
| Common | 17699 | 11.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 16807 | |
| e | 15575 | 11.5% |
| i | 11087 | 8.2% |
| o | 10958 | 8.1% |
| a | 10083 | 7.5% |
| l | 8915 | 6.6% |
| t | 7287 | 5.4% |
| r | 6927 | 5.1% |
| s | 4250 | 3.1% |
| C | 3834 | 2.8% |
| Other values (38) | 39553 |
Common
| Value | Count | Frequency (%) |
| 12138 | ||
| - | 1931 | 10.9% |
| ( | 1644 | 9.3% |
| ) | 396 | 2.2% |
| 9 | 247 | 1.4% |
| 2 | 247 | 1.4% |
| / | 238 | 1.3% |
| 1 | 183 | 1.0% |
| + | 155 | 0.9% |
| : | 119 | 0.7% |
| Other values (9) | 401 | 2.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 152975 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 16807 | 11.0% |
| e | 15575 | 10.2% |
| 12138 | 7.9% | |
| i | 11087 | 7.2% |
| o | 10958 | 7.2% |
| a | 10083 | 6.6% |
| l | 8915 | 5.8% |
| t | 7287 | 4.8% |
| r | 6927 | 4.5% |
| s | 4250 | 2.8% |
| Other values (57) | 48948 |
| price | lat | long | bath | bed | living | lot_a | covered | garage | total_spaces | year | stories | status | add_attr | state | fireplace | subtype | sewer | water | heating | foundation | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| price | 1.000 | 0.051 | -0.382 | 0.572 | 0.404 | 0.570 | 0.108 | -0.004 | -0.002 | 0.105 | -0.068 | -0.013 | 0.000 | 0.041 | 0.054 | 0.220 | 0.120 | 0.000 | 0.000 | 0.000 | 0.000 |
| lat | 0.051 | 1.000 | 0.319 | -0.033 | -0.018 | -0.060 | -0.391 | -0.148 | -0.068 | -0.161 | -0.370 | 0.201 | 0.168 | 0.270 | 0.821 | 0.217 | 0.263 | 0.287 | 0.333 | 0.312 | 0.379 |
| long | -0.382 | 0.319 | 1.000 | -0.066 | -0.056 | -0.076 | -0.093 | -0.083 | 0.018 | -0.210 | -0.123 | 0.180 | 0.194 | 0.218 | 0.782 | 0.320 | 0.319 | 0.496 | 0.507 | 0.323 | 0.391 |
| bath | 0.572 | -0.033 | -0.066 | 1.000 | 0.648 | 0.787 | 0.189 | 0.038 | 0.038 | 0.057 | 0.037 | 0.036 | 0.018 | 0.044 | 0.066 | 0.187 | 0.096 | 0.000 | 0.028 | 0.000 | 0.000 |
| bed | 0.404 | -0.018 | -0.056 | 0.648 | 1.000 | 0.685 | 0.199 | 0.039 | 0.041 | 0.053 | 0.023 | 0.032 | 0.019 | 0.064 | 0.085 | 0.155 | 0.076 | 0.043 | 0.059 | 0.000 | 0.014 |
| living | 0.570 | -0.060 | -0.076 | 0.787 | 0.685 | 1.000 | 0.298 | 0.046 | 0.041 | 0.048 | 0.060 | 0.032 | 0.000 | 0.029 | 0.044 | 0.180 | 0.088 | 0.000 | 0.000 | 0.000 | 0.000 |
| lot_a | 0.108 | -0.391 | -0.093 | 0.189 | 0.199 | 0.298 | 1.000 | 0.101 | 0.082 | 0.108 | 0.227 | -0.062 | 0.030 | 0.048 | 0.103 | 0.118 | 0.040 | 0.026 | 0.012 | 0.027 | 0.000 |
| covered | -0.004 | -0.148 | -0.083 | 0.038 | 0.039 | 0.046 | 0.101 | 1.000 | 0.826 | 0.757 | 0.234 | 0.096 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| garage | -0.002 | -0.068 | 0.018 | 0.038 | 0.041 | 0.041 | 0.082 | 0.826 | 1.000 | 0.655 | 0.219 | 0.106 | 0.000 | 0.000 | 0.003 | 0.000 | 0.029 | 0.000 | 0.000 | 0.000 | 0.000 |
| total_spaces | 0.105 | -0.161 | -0.210 | 0.057 | 0.053 | 0.048 | 0.108 | 0.757 | 0.655 | 1.000 | 0.191 | 0.035 | 0.000 | 0.000 | 0.013 | 0.133 | 0.038 | 0.000 | 0.000 | 0.000 | 0.000 |
| year | -0.068 | -0.370 | -0.123 | 0.037 | 0.023 | 0.060 | 0.227 | 0.234 | 0.219 | 0.191 | 1.000 | 0.110 | 0.180 | 0.058 | 0.173 | 0.090 | 0.056 | 0.071 | 0.225 | 0.234 | 0.202 |
| stories | -0.013 | 0.201 | 0.180 | 0.036 | 0.032 | 0.032 | -0.062 | 0.096 | 0.106 | 0.035 | 0.110 | 1.000 | 0.040 | 0.185 | 0.169 | 0.175 | 0.087 | 0.074 | 0.058 | 0.134 | 0.174 |
| status | 0.000 | 0.168 | 0.194 | 0.018 | 0.019 | 0.000 | 0.030 | 0.000 | 0.000 | 0.000 | 0.180 | 0.040 | 1.000 | 0.109 | 0.327 | 0.073 | 0.087 | 0.224 | 0.276 | 0.167 | 0.194 |
| add_attr | 0.041 | 0.270 | 0.218 | 0.044 | 0.064 | 0.029 | 0.048 | 0.000 | 0.000 | 0.000 | 0.058 | 0.185 | 0.109 | 1.000 | 0.562 | 0.329 | 0.176 | 0.752 | 0.705 | 0.433 | 0.458 |
| state | 0.054 | 0.821 | 0.782 | 0.066 | 0.085 | 0.044 | 0.103 | 0.000 | 0.003 | 0.013 | 0.173 | 0.169 | 0.327 | 0.562 | 1.000 | 0.221 | 0.307 | 0.381 | 0.418 | 0.393 | 0.413 |
| fireplace | 0.220 | 0.217 | 0.320 | 0.187 | 0.155 | 0.180 | 0.118 | 0.000 | 0.000 | 0.133 | 0.090 | 0.175 | 0.073 | 0.329 | 0.221 | 1.000 | 0.094 | 0.120 | 0.118 | 0.065 | 0.103 |
| subtype | 0.120 | 0.263 | 0.319 | 0.096 | 0.076 | 0.088 | 0.040 | 0.000 | 0.029 | 0.038 | 0.056 | 0.087 | 0.087 | 0.176 | 0.307 | 0.094 | 1.000 | 0.161 | 0.231 | 0.249 | 0.158 |
| sewer | 0.000 | 0.287 | 0.496 | 0.000 | 0.043 | 0.000 | 0.026 | 0.000 | 0.000 | 0.000 | 0.071 | 0.074 | 0.224 | 0.752 | 0.381 | 0.120 | 0.161 | 1.000 | 0.469 | 0.128 | 0.189 |
| water | 0.000 | 0.333 | 0.507 | 0.028 | 0.059 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.225 | 0.058 | 0.276 | 0.705 | 0.418 | 0.118 | 0.231 | 0.469 | 1.000 | 0.158 | 0.218 |
| heating | 0.000 | 0.312 | 0.323 | 0.000 | 0.000 | 0.000 | 0.027 | 0.000 | 0.000 | 0.000 | 0.234 | 0.134 | 0.167 | 0.433 | 0.393 | 0.065 | 0.249 | 0.128 | 0.158 | 1.000 | 0.241 |
| foundation | 0.000 | 0.379 | 0.391 | 0.000 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.202 | 0.174 | 0.194 | 0.458 | 0.413 | 0.103 | 0.158 | 0.189 | 0.218 | 0.241 | 1.000 |
| price | status | add_attr | city | state | lat | long | bath | bed | living | lot_a | fireplace | parking | covered | garage | total_spaces | subtype | year | sewer | water | app | heating | cooling | stories | materials | roof | foundation | interior | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 274000 | House for sale | True | South Ozone Park | NY | 40.675730 | -73.822350 | 1 | 3 | 1556 | 2400.000000 | none | gasrage - detached | 2 | 2 | 2 | none | 1930 | none | none | none | none | none | 1.5 | none | none | none | none |
| 1 | 270000 | House for sale | True | Jamaica | NY | 40.670036 | -73.780450 | 2 | 4 | 1920 | 3998.000000 | none | none | 2 | 2 | 2 | none | 1950 | none | none | microwave | none | none | 1.5 | none | none | none | none |
| 2 | 899000 | House for sale | True | Staten Island | NY | 40.524227 | -74.215790 | 3 | 3 | 2532 | 6903.000000 | none | dentache | 2 | 2 | 2 | Single Family - Detached | 1899 | public sewer | none | dishwasher | hot water | Units | 2.0 | none | none | none | none |
| 3 | 1390000 | House for sale | True | Flushing | NY | 40.721615 | -73.820755 | 4 | 4 | 1915 | 2697.000000 | none | none | 2 | 2 | 2 | none | 1945 | none | none | dryer | none | none | 1.5 | none | none | none | none |
| 4 | 1380000 | House for sale | True | Brooklyn | NY | 40.604470 | -73.943960 | 4 | 3 | 1800 | 2000.000000 | none | shared drivewa | 1 | 1 | 1 | Single Family Residence | 1930 | public sewer | Public | dishwasher | natural gas | Wall Unit(s) | 2.0 | brick | none | none | Formal Dining Roo |
| 5 | 599000 | House for sale | True | Brooklyn | NY | 40.639286 | -73.941270 | 2 | 3 | 1344 | 1950.000000 | none | none | 2 | 2 | 2 | none | 1925 | none | none | dryer | none | none | 1.5 | none | none | none | none |
| 6 | 1280000 | House for sale | True | Brooklyn | NY | 40.622246 | -74.017830 | 2 | 3 | 1422 | 2613.000000 | none | gasrage - detached | 1 | 1 | 1 | none | 1920 | none | none | dishwasher | radian | Central | 1.5 | none | Shake / Shingle | none | none |
| 7 | 899000 | House for sale | True | Brooklyn | NY | 40.578552 | -74.005196 | 3 | 4 | 2800 | 3000.000000 | none | none | 2 | 1 | 2 | none | 1945 | none | none | dishwasher | none | none | 1.5 | none | none | none | none |
| 8 | 139000 | House for sale | True | College Pt | NY | 40.779743 | -73.848880 | 1 | 2 | 2405 | 8914.857468 | none | parking logt | 2 | 2 | 2 | Single Family Residence | 1986 | septic tank | Public | dishwasher | propane | Wall Unit(s) | 1.5 | fiberglass insulation | none | none | Eat-in Kitche |
| 9 | 599000 | House for sale | True | Woodside | NY | 40.757385 | -73.898420 | 3 | 3 | 2406 | 2140.000000 | none | privat | 2 | 2 | 2 | Single Family Residence | 1940 | public sewer | Public | none | natural gas | None | 1.5 | brick | none | none | none |
| price | status | add_attr | city | state | lat | long | bath | bed | living | lot_a | fireplace | parking | covered | garage | total_spaces | subtype | year | sewer | water | app | heating | cooling | stories | materials | roof | foundation | interior | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 13500 | 599000 | House for sale | True | Nashville | TN | 36.104990 | -86.745760 | 3 | 3 | 2532 | 8712.000000 | none | driveway | 2 | 2 | 2 | Single Family Residence | 1976 | public sewer | Public | electric water heater | forced air | Central A/ | 2.0 | brick | none | brick/mortar | none |
| 13501 | 299000 | House for sale | True | Nashville | TN | 36.219044 | -86.756760 | 1 | 3 | 960 | 17859.600000 | none | none | 2 | 2 | 2 | Single Family Residence | 1947 | public sewer | Public | oven/range - gas | hot water | Central A/ | 3.0 | brick | Wood,Other | slab | none |
| 13502 | 1149900 | House for sale | True | Nashville | TN | 36.193188 | -86.777830 | 4 | 4 | 2012 | 871.200000 | none | off street | 2 | 2 | 2 | Single Family Residence | 1936 | public sewer | Public | gas water heater | forced air | None | 3.0 | brick | none | brick/mortar | Dining Are |
| 13503 | 3675000 | House for sale | True | Nashville | TN | 36.123570 | -86.795580 | 6 | 5 | 5704 | 12632.400000 | none | concrete drivewa | 2 | 1 | 2 | Single Family Residence | 1953 | public sewer | Public | built-in microwave | central | Central A/ | 3.0 | brick | Flat | slab | Dining Are |
| 13504 | 750000 | House for sale | True | Nashville | TN | 36.160694 | -86.847830 | 3 | 3 | 2208 | 4356.000000 | none | drivewa | 2 | 2 | 2 | Single Family Residence | 1951 | public sewer | Public | gas water heater | forced air | Central A/ | 3.0 | brick | none | slab | none |
| 13505 | 1479000 | House for sale | True | Nashville | TN | 36.123120 | -86.778210 | 5 | 5 | 3573 | 9601.743659 | none | gasrage faces fron | 1 | 1 | 1 | Single Family Residence | 1910 | private sewer | Public | electric water heater | central | Central A/ | 3.0 | other | none | brick/mortar | none |
| 13506 | 575000 | House for sale | True | Nashville | TN | 36.204834 | -86.738660 | 2 | 4 | 3658 | 9147.600000 | none | on stree | 2 | 1 | 2 | Single Family Residence | 1940 | public sewer | Public | dishwasher | forced air | Central A/ | 3.0 | brick | none | slab | Kitchen - Gourme |
| 13507 | 609000 | House for sale | True | Nashville | TN | 36.196106 | -86.735115 | 3 | 3 | 1950 | 871.200000 | none | on street | 2 | 2 | 2 | Single Family Residence | 1925 | public sewer | Public | gas water heater | hot water | Ductless/Mini-Spli | 3.0 | brick | none | brick/mortar | Ceiling Fan(s) |
| 13508 | 460000 | Coming soon | True | Nashville | TN | 36.026558 | -86.717710 | 2 | 3 | 2224 | 7840.800000 | 2.0 | drivewa | 2 | 2 | 2 | Single Family Residence | 1937 | public sewer | Public | built-in microwave | forced air | Central A/ | 3.0 | combination | Unknown | other | Ceiling Fan(s |
| 13509 | 4300000 | House for sale | True | Nashville | TN | 36.134396 | -86.822710 | 5 | 5 | 4516 | 15681.600000 | none | on street | 2 | 2 | 2 | Single Family Residence | 1925 | public sewer | Public | gas water heater | hot water | Central A/ | 3.0 | brick | Flat,Rubber | other | none |